Oddly, a "show stopper" was originally something (a song, dance, monologue) that caused the entire show to stop due to prolonged applause (and cheers, etc).
Somehow I can't imagine applause for a show stopper bug. At least, not usually. Relief you found it, maybe, but not applause.
We call 'em "must fix" bugs or "blockers" instead.